53 citations · 162 across the 33 of their papers we have counts for
4 papers · 1 filter
ResidualViT for Efficient Temporally Dense Video Encoding
Mattia Soldan, Fabian Caba Heilbron, Bernard Ghanem +2
Several video understanding tasks, such as natural language temporal video grounding, temporal activity localization, and audio description generation, require "temporally dense" r…
Discovering Divergent Representations between Text-to-Image Models
Lisa Dunlap, Joseph E. Gonzalez, Trevor Darrell +3
In this paper, we investigate when and how visual representations learned by two different generative models diverge. Given two text-to-image models, our goal is to discover visual…
Improving Personalized Search with Regularized Low-Rank Parameter Updates
Fiona Ryan, Josef Sivic, Fabian Caba Heilbron +3
Personalized vision-language retrieval seeks to recognize new concepts (e.g. "my dog Fido") from only a few examples. This task is challenging because it requires not only learning…
CineVerse: Consistent Keyframe Synthesis for Cinematic Scene Composition
Quynh Phung, Long Mai, Fabian David Caba Heilbron +3
We present CineVerse, a novel framework for the task of cinematic scene composition. Similar to traditional multi-shot generation, our task emphasizes the need for consistency and…